add "--rmi all --volumes" parameters to docker-compose down command, in order to match with description (by default, docker-compose didn't remove volumes).
@@ -25,7 +25,7 @@
- Stop and remove all containers, networks, images, and volumes:
-`docker-compose down`
+`docker-compose down --rmi all --volumes`
- Follow logs for all containers: